Machine Learning for the Prediction of Red Blood Cell Transfusion in Patients During or After Liver Transplantation Surgery

Frontiers in Medicine

Jiang Wu¹  Yong-Jun Wang²  Yan-Wei Luo³  Rong Gui³  Le-Ping Liu³  Hang Dong³  Qin-Yu Zhao⁴  Zi-Wei Chen⁵ 

[1] Department of Blood Transfusion, Renji Hospital Affiliated to Shanghai Jiao Tong University, Shanghai, China;Department of Blood Transfusion, The Second Xiangya Hospital of Central South University, Changsha, China;Department of Blood Transfusion, The Third Xiangya Hospital of Central South University, Changsha, China;Department of Blood Transfusion, The Third Xiangya Hospital of Central South University, Changsha, China;College of Engineering and Computer Science, Australian National University, Canberra, ACT, Australia;Department of Laboratory Medicine, The Third Xiangya Hospital of Central South University, Changsha, China;

关键词: liver transplantation;    machine learning;    prediction model;    red blood cell transfusion;    SHapley Additive exPlanations;   

DOI  :  10.3389/fmed.2021.632210

来源: Frontiers

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